Epoch	Training_Time	Train_Loss	Train_Score	Valid_Score
0	70.44008374214172	2.1093528496067964	0.380690537084399	0.308980044345898
1	68.22920286655426	1.4293211435018116	0.5464322250639386	0.4836807095343681
2	67.17108082771301	0.9445958429926156	0.6824296675191815	0.5419290465631929
3	66.33649921417236	0.7570519121805794	0.7470843989769821	0.5695121951219512
4	65.78448686599731	0.6463363425906766	0.7855626598465473	0.5461640798226164
5	65.29914899667104	0.5603084665358847	0.8133503836317135	0.5576940133037694
6	65.21915367671421	0.5042349163125804	0.8316240409207161	0.6006873614190688
7	65.21079689264297	0.4506790401252465	0.8498209718670077	0.5867849223946785
8	65.16467144754198	0.4076866061371826	0.8642071611253197	0.6020842572062084
9	64.93375556468963	0.3711154210189153	0.8760997442455243	0.6073835920177384
10	64.79622080109336	0.3496506888367565	0.8842966751918159	0.60980044345898
11	64.67983414729436	0.310136658569368	0.8981585677749361	0.6186917960088691
12	64.64196329850417	0.2830644463499133	0.9051278772378517	0.621019955654102
13	64.6738669020789	0.25035250698328293	0.9173785166240409	0.5897339246119734
14	64.65733145078023	0.23026503163148648	0.9238107416879795	0.6197560975609756
15	64.59534314274788	0.20754598952759723	0.9309846547314578	0.6174279379157428
16	64.52696664193097	0.1858034594067938	0.9378900255754475	0.6291796008869179
17	64.455386267768	0.16577879416774624	0.945153452685422	0.6339024390243903
18	64.4345144974558	0.15266951525090575	0.9491815856777494	0.6113747228381374
19	64.46149704456329	0.13572018984354392	0.9550383631713555	0.6303325942350333
20	64.49536732264927	0.12359490245828365	0.9589769820971867	0.6300886917960089
21	64.49888883937489	0.11209231263769957	0.9628005115089514	0.6366518847006651
22	64.43451344448587	0.10313331460803843	0.9657928388746803	0.6343015521064301
23	64.41661461194356	0.08710935390709296	0.9713299232736573	0.6403769401330377
24	64.38112309455872	0.08123570867139425	0.9728132992327366	0.6417294900221729
25	64.40438069747044	0.0757587718469744	0.9749872122762149	0.6330376940133038
26	64.43003635936313	0.06537870553475617	0.9782352941176471	0.6436585365853659
27	64.44773317234856	0.061834983332506026	0.979539641943734	0.6424833702882483
28	64.41118338190276	0.05362318031828169	0.9825191815856777	0.6402217294900222
29	64.38017587661743	0.050773654344646126	0.9833631713554987	0.6372062084257206
30	64.3567731841918	0.042493629853761365	0.9862659846547315	0.638869179600887
31	64.35214563459158	0.04156555173680326	0.9870843989769821	0.6381818181818182
32	64.37321674462521	0.037137342108497	0.9884526854219949	0.6446341463414634
33	64.4002938340692	0.032847832246348053	0.9897186700767263	0.6296674057649667
34	64.4110763822283	0.031061959843719338	0.9903964194373401	0.6364079822616407
35	64.36780970626407	0.02617448415857363	0.9920204603580562	0.6419290465631929
36	64.32979480640309	0.02492923606401844	0.9924424552429667	0.6477827050997783
37	64.32304950764305	0.023790932338453512	0.9928644501278773	0.6563636363636364
38	64.34139381922208	0.020036536600826178	0.9938235294117647	0.649290465631929
39	64.3544031560421	0.016759458212765088	0.9947058823529412	0.6362305986696231
40	64.36535857363445	0.01896243333905786	0.9941815856777494	0.646319290465632
41	64.33262521880013	0.015232803088361151	0.9958951406649617	0.6415742793791575
42	64.31127671308296	0.015149215333252374	0.9956777493606138	0.6473614190687361
43	64.2881268100305	0.013579171716806407	0.9962148337595907	0.6448558758314856
44	64.29502344661289	0.012040282807858389	0.99653452685422	0.651840354767184
45	64.29537523311117	0.010665794978050987	0.9971227621483376	0.651729490022173
46	64.29666651056168	0.00909819075128385	0.9974040920716113	0.6414412416851442
47	64.26476962864399	0.00830088979410772	0.9978644501278773	0.651729490022173
48	64.25330573685315	0.007399753928738634	0.9980562659846547	0.6430376940133038
49	64.22358132839203	0.006895434065912519	0.9979667519181585	0.6554767184035477
50	64.21688509454914	0.007202353392906663	0.9981969309462916	0.6482039911308204
51	64.22498752062137	0.005579277349400625	0.9985677749360614	0.6549223946784922
52	64.22860871620898	0.006016328825390251	0.9986445012787724	0.6529711751662971
53	64.22798517898276	0.004668549681152032	0.9988746803069054	0.6566518847006652
54	64.21477625153281	0.00475608833235408	0.9988107416879796	0.6572727272727272
55	64.18613505789212	0.004011581241067528	0.9990537084398977	0.6550332594235033
56	64.16682215322528	0.0034420641141604657	0.9991176470588236	0.6549223946784922
57	64.1768982163791	0.003467912686568476	0.9991815856777494	0.6569623059866962
58	64.18053096431797	0.0034853156305066396	0.9991432225063939	0.6524168514412417
59	64.18965512514114	0.002394507486998674	0.9995012787723785	0.6596452328159645
60	64.16116703142885	0.0021275684193925804	0.9994629156010231	0.6573614190687361
61	64.13819184226375	0.0022309489976617873	0.999539641943734	0.648980044345898
62	64.11326172616747	0.0021524262445726384	0.9995524296675192	0.6513525498891353
63	64.12087514996529	0.0023145003508663517	0.9994884910485934	0.6557206208425721
64	64.1277796635261	0.001617671484244985	0.9996291560102302	0.6571840354767184
65	64.13030130935438	0.0010777003607878284	0.9998209718670077	0.6564966740576497
66	64.11240037163692	0.001491349849625892	0.9997058823529412	0.6596230598669623
67	64.1021208412507	0.0013353537996758692	0.9997058823529412	0.6514855875831486
68	64.08086559046869	0.0007299587005712348	0.9999104859335038	0.6552993348115299
69	64.07283168520246	0.0007857520952401363	0.9998337595907928	0.6570731707317073
70	64.07736514319836	0.0008405475090747294	0.9998721227621483	0.6544345898004434
71	64.08684311641588	0.000635076959058995	0.9998976982097186	0.6558314855875832
72	64.08898721982355	0.0006335853758554796	0.9999104859335038	0.6559645232815965
73	64.0700253570402	0.0003949003153845942	0.9999872122762148	0.6552328159645233
74	64.05276008923849	0.0004418670356558595	0.9999488491048594	0.65470066518847
-1	-1	-1	-1	-1
0	63.54519701004028	2.342817458017758	0.3233759590792839	0.3847893569844789
1	63.95077168941498	1.8816725761429962	0.4249616368286445	0.45365853658536587
2	63.675248305002846	1.2026291895663874	0.6007289002557544	0.5252771618625277
3	63.09717130661011	1.006728128635259	0.6622378516624041	0.5301995565410199
4	62.66138997077942	0.8820517384820601	0.7037340153452686	0.5387361419068736
5	62.35379493236542	0.790738312390354	0.7352173913043478	0.5565853658536586
6	62.4441933631897	0.7242932451641989	0.7586828644501279	0.5391352549889136
7	62.53670525550842	0.6523509915009653	0.7822506393861892	0.5860975609756097
8	62.57203099462721	0.6109014674106615	0.7967647058823529	0.5858093126385809
9	62.3678099155426	0.5692569174073673	0.8102046035805627	0.584079822616408
10	62.203576217998155	0.5289127602502581	0.8224296675191816	0.58529933481153
11	62.04940541585287	0.4789612401191468	0.8406265984654732	0.6081374722838138
12	62.05992553784297	0.4463633938895237	0.8513554987212276	0.591330376940133
13	62.068296619824004	0.4003171879606117	0.867071611253197	0.5901108647450111
14	62.15978059768677	0.37042014987349703	0.8764578005115089	0.6131485587583149
15	62.06767189502716	0.3302296109515838	0.8901150895140665	0.6008647450110864
16	62.01493822827059	0.3089838533398563	0.8971994884910486	0.6001773835920178
17	61.96276915073395	0.2811272957540573	0.9058951406649617	0.6060532150776053
18	61.93216065356606	0.25285003845291837	0.9155115089514066	0.6184035476718404
19	61.97700605392456	0.2419219874672488	0.918388746803069	0.6053436807095344
20	61.966118857974095	0.21870869598614354	0.9258184143222506	0.6056319290465632
21	61.91174597089941	0.2005260679865128	0.9326726342710997	0.6280709534368071
22	61.844855609147444	0.18254551998064847	0.9391176470588235	0.6147228381374723
23	61.77897256612778	0.16777136015538857	0.944079283887468	0.6125942350332594
24	61.77250575065613	0.15029296325005242	0.9492071611253197	0.6294678492239468
25	61.791894931059616	0.13626435500056727	0.9540281329923274	0.6299113082039911
26	61.80498837541651	0.12271088791271685	0.9584398976982097	0.6207982261640799
27	61.8142003757613	0.1151453025160392	0.9613938618925831	0.6251884700665189
28	61.77954339158946	0.10238138367374054	0.9650639386189258	0.6306651884700665
29	61.7235363483429	0.09618935382229424	0.968005115089514	0.634190687361419
30	61.68593358224438	0.08340185375901871	0.9723529411764706	0.6277383592017738
31	61.7174771502614	0.08058827260546574	0.9739002557544757	0.625410199556541
32	61.71303895748023	0.07187415961105696	0.9762148337595908	0.6334589800443459
33	61.74070097418392	0.06613649723351518	0.9779028132992328	0.6323059866962306
34	61.69893535886492	0.05821390519348022	0.9802941176470589	0.6241019955654102
35	61.68219189511405	0.05359189185718361	0.9823913043478261	0.6348337028824834
36	61.64608680235373	0.049008874068613074	0.98423273657289	0.6398447893569845
37	61.68689855776335	0.04242204916657916	0.986227621483376	0.6325942350332594
38	61.687506473981415	0.04453496739519559	0.9852557544757033	0.6315964523281596
39	61.70797808170319	0.03697011393369368	0.9882992327365729	0.6321951219512195
40	61.71626658555938	0.035317928026014224	0.9888363171355499	0.6374944567627494
41	61.68282062666757	0.030859832697553595	0.9901150895140665	0.6325055432372505
42	61.64892728938613	0.026160327154666402	0.9919565217391304	0.6357871396895787
43	61.661568863825366	0.02907109215287532	0.9905882352941177	0.6358980044345898
44	61.68212916586134	0.022788893080979276	0.9928260869565217	0.6335476718403548
45	61.68429139904354	0.019923628349192788	0.9940025575447571	0.6348780487804878
46	61.65899632332173	0.019161907038707494	0.9945140664961637	0.642860310421286
47	61.62970348199209	0.017756190356366896	0.9947058823529412	0.6360753880266076
48	61.59539726802281	0.016588797911986503	0.9950127877237852	0.6369623059866962
49	61.59137570381164	0.01515355898248422	0.9956393861892583	0.6398669623059867
50	61.60577357516569	0.014038035452381624	0.9959718670076726	0.6336141906873615
51	61.61785767170099	0.01142811593420639	0.9968158567774936	0.625410199556541
52	61.610843276077844	0.011384447590922912	0.9969948849104859	0.6363414634146342
53	61.58961206012302	0.010907831279088386	0.9969820971867007	0.6354323725055432
54	61.57756009968844	0.0072001258685738525	0.9982352941176471	0.6371396895787139
55	61.555481983082636	0.00819325968158217	0.9978132992327365	0.6407317073170732
56	61.57064836067066	0.007658232471570397	0.9978900255754476	0.6390687361419068
57	61.58439595534884	0.007183347634439062	0.9983887468030691	0.640709534368071
58	61.58522956250078	0.006371990961674258	0.9984015345268542	0.6376940133037694
59	61.565009268124896	0.005615284242394806	0.9986061381074168	0.6417738359201773
60	61.552064278086675	0.0038291515348408997	0.9991304347826087	0.6404434589800444
61	61.529384962974056	0.004489715977411833	0.9990025575447571	0.6403325942350333
-1	-1	-1	-1	-1
0	61.90749502182007	2.4976294312851715	0.29053708439897696	0.23135254988913526
1	62.309824109077454	3.3557116046864937	0.10447570332480818	0.09977827050997783
2	61.588706175486244	3.3509745135439983	0.10485933503836317	0.09977827050997783
3	61.20738989114761	3.3496851025548584	0.10485933503836317	0.09977827050997783
4	60.94979085922241	3.3489770855138814	0.10485933503836317	0.09977827050997783
5	61.317382176717125	3.348735455795513	0.10485933503836317	0.09977827050997783
6	61.32839165415083	3.3484064494724555	0.10485933503836317	0.09977827050997783
7	61.48580256104469	3.348316508209647	0.10485933503836317	0.09977827050997783
8	61.321711195839775	3.3480221385261237	0.10485933503836317	0.09977827050997783
9	61.17468454837799	3.348014638779011	0.10485933503836317	0.09977827050997783
10	61.04019756750627	3.347742359298731	0.10485933503836317	0.09977827050997783
11	61.10688831408819	3.3477250701471943	0.10485933503836317	0.09977827050997783
12	61.21555233001709	3.347350000847381	0.10485933503836317	0.09977827050997783
13	61.27904677391052	3.3473309409208656	0.10485933503836317	0.09977827050997783
14	61.236052974065146	3.347047489910781	0.10485933503836317	0.09977827050997783
15	61.16120532155037	3.3470515444899154	0.10485933503836317	0.09977827050997783
16	61.06434502321131	3.3469703577934427	0.10485933503836317	0.09977827050997783
17	61.06664756933848	3.346817026551929	0.10485933503836317	0.09977827050997783
18	61.14981952466463	3.3466893227713004	0.10485933503836317	0.09977827050997783
19	61.24090982675553	3.3466247362122794	0.10485933503836317	0.09977827050997783
-1	-1	-1	-1	-1
0	64.14824509620667	2.2927139831642864	0.3368542199488491	0.27507760532150777
1	62.94964337348938	2.956849283457973	0.18548593350383633	0.3687361419068736
2	63.2332493464152	1.4097170425905143	0.544539641943734	0.4647228381374723
3	63.4365519285202	1.0115181154490689	0.6639641943734015	0.48782705099778273
4	63.55391025543213	0.8241650206135943	0.7258056265984655	0.5048115299334811
5	63.582013964653015	0.7035291142115421	0.7666240409207161	0.53
6	63.476387228284565	0.6151848714768203	0.7957416879795396	0.5664523281596452
7	63.417772084474564	0.5489179756059487	0.8188746803069054	0.5659645232815964
8	63.37538817193773	0.49417737772941295	0.8368542199488491	0.5799556541019956
9	63.49045612812042	0.4648413710043127	0.8453324808184143	0.597450110864745
10	63.597864562814884	0.4248066750208736	0.8597953964194374	0.5888913525498891
11	63.647014220555626	0.3836189572060703	0.8736956521739131	0.60019955654102
12	63.595319527846115	0.34755333751682405	0.8842071611253197	0.6063414634146341
13	63.5725565126964	0.309598991073479	0.8970843989769821	0.6017738359201774
14	63.554276339213054	0.2858274796399945	0.9053196930946291	0.6105986696230599
15	63.640941217541695	0.2581505433068673	0.9146419437340153	0.6126607538802661
16	63.691940896651325	0.23177402804292427	0.9227109974424552	0.604589800443459
17	63.737900137901306	0.20913656116516594	0.9306393861892583	0.5985587583148558
18	63.71989789761995	0.19615753241944234	0.9344501278772378	0.6285144124168515
19	63.6904394865036	0.1796449762984345	0.9402429667519182	0.6291352549889135
20	63.66716752733503	0.1597718402686942	0.9478005115089514	0.6322394678492239
21	63.67816575007005	0.1487729445876679	0.9509335038363171	0.6331042128603104
22	63.70986519689145	0.13456089017227685	0.9555882352941176	0.633059866962306
23	63.753463278214134	0.12193308923465986	0.9589386189258312	0.6253880266075388
24	63.77290571212769	0.1119081860619154	0.9627877237851662	0.6366297117516629
25	63.74712701944205	0.10062855416617822	0.966764705882353	0.633880266075388
26	63.70841877548783	0.09431980045593724	0.9688746803069054	0.6129490022172949
27	63.68888641255243	0.08798892152910126	0.9708823529411764	0.628669623059867
28	63.72817495773579	0.07901617337213594	0.9746675191815857	0.6339024390243903
29	63.76208740870158	0.07156637728613084	0.9767774936061381	0.6219290465631929
30	63.77772258943127	0.06618339269270156	0.9785805626598465	0.6333481152993348
31	63.751756712794304	0.05946040050329729	0.9807033248081841	0.6308425720620843
32	63.73431556152575	0.05393953295474819	0.982685421994885	0.6432372505543237
33	63.72219964335947	0.04735673358328847	0.9851023017902814	0.6314412416851442
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